MPC design based on a DBN reliability model: Application to drinking water networks★. Issue 21 (2015)

• Record Type: Journal Article
• Authors: Salazar, Jean C.; Weber, Philippe; Sarrate, Ramon; Theilliol, Didier; Nejjari, Fatiha
• Is Part Of: IFAC-PapersOnLine. Volume 48:Issue 21(2015)
• Page Start: 688
• Page End: 693
• Publication Date: 2015
• Subjects: Reliability -- Model Predictive Control -- Dynamic Bayesian Network -- Drinking Water Networks; Automatic control -- Periodicals; 629.805
• DOI: 10.1016/j.ifacol.2015.09.607
• Languages: English
• ISSNs: 2405-8963

Abstract

Abstract: This paper presents a Model Predictive Control (MPC) strategy taking into account system and component reliability for drinking water networks. The objective is to deal from an availability point of view with a closed-loop system combining a deterministic part related to the system dynamics and a stochastic part related to the actuators and system reliability. The main contribution of this work consists in integrating the reliability assessment computed on-line using a Dynamic Bayesian Network (DBN) into the MPC algorithm.